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pipeline-atacseqlisted

Execute ENCODE ATAC-seq processing pipeline from FASTQ to peaks and signal tracks. Child of pipeline-guide. Provides stage-by-stage Nextflow execution with Docker containers and cloud deployment. Handles Tn5 transposase offset correction, mitochondrial read removal, nucleosome-free fragment selection, and TSS enrichment scoring. Use when users need to process ATAC-seq data following ENCODE standards. Trigger on: ATAC-seq pipeline, run ATAC-seq, process ATAC-seq, chromatin accessibility, open chromatin, Tn5 shift, TSS enrichment.
ammawla/encode-toolkit · ★ 35 · Data & Documents · score 79
Install: claude install-skill ammawla/encode-toolkit
# ENCODE ATAC-seq Pipeline ## When to Use - User wants to run an ATAC-seq processing pipeline from FASTQ to peaks and signal tracks - User asks about "ATAC-seq pipeline", "Tn5 shift", "chromatin accessibility pipeline", or "Bowtie2 for ATAC" - User needs to process ATAC-seq data with proper Tn5 insertion site correction - Example queries: "process my ATAC-seq FASTQs", "run ENCODE ATAC-seq pipeline", "call accessibility peaks from ATAC-seq" Execute the ENCODE ATAC-seq processing pipeline from raw FASTQ files through Tn5 offset correction, peak calling, IDR analysis, and signal track generation. This skill provides a complete Nextflow DSL2 implementation following ENCODE uniform analysis standards. ## Overview ATAC-seq (Assay for Transposase-Accessible Chromatin using sequencing) uses the Tn5 transposase to probe open chromatin regions. The ENCODE pipeline processes ATAC-seq data through quality control, alignment with Bowtie2, Tn5 insertion site correction (+4/-5 bp offset), mitochondrial read removal, nucleosome-free fragment selection, peak calling with MACS2, and IDR-based replicate consistency analysis. Key differences from ChIP-seq: Bowtie2 aligner (optimized for short fragments), Tn5 transposase shift correction, aggressive mitochondrial read filtering (can be 30-80% of reads), nucleosomal fragment size distribution as a QC metric, and TSS enrichment score as the primary quality indicator. ## Key Literature | Reference | Journal | Year | DOI | Relevance | |------